Discover Awesome MCP Servers

MCP Arena

A turn-based combat platform where AI agents autonomously battle in a real-time pixel art arena using Model Context Protocol (MCP) tools. Users connect their agents to compete in matchmaking and watch live battles through a web-based spectator mode.

Signavio MCP Server

Enables AI assistants to interact with SAP Signavio Process Manager through its API, supporting operations like managing process models, folders, dictionary entries, and searching across business process content.

Semantic Mesh Memory (SEM) MCP Server

Provides a coherent memory layer for LLM agents that models beliefs as nodes in a constraint network to detect and surface semantic contradictions. It uses local embeddings and a hybrid geometric-logical energy model to identify conflicting information that requires review.

duplicacy-mcp

MCP server that reads Duplicacy backup metrics from a Prometheus exporter and exposes them to LLMs for monitoring backup status, progress, and health.

Google Services MCP Server

Enables interaction with multiple Google services including Maps, Finance, Flights, Gmail, and Calendar through a unified interface. Provides comprehensive access to geocoding, stock data, flight information, email management, and calendar operations.

Azure DevOps MCP Server

Integrates Azure DevOps with GitHub Copilot Chat, enabling natural language queries of sprint work items, ticket summaries, and status tracking directly from VS Code without switching contexts.

Aegis MCP Server

An enforcement layer that validates AI agent actions against governance policies, including path permissions and content scanning, at runtime. It enables secure, role-based execution of file operations and commands with zero token overhead by processing policies independently from the agent's context.

Document Intelligence MCP Server

Enables Claude to read and analyze PDF documents with automatic OCR processing for scanned files. Features intelligent text extraction, caching for performance, and secure file access with search capabilities.

Tailscale MCP Server

Enables interaction with the Tailscale API to manage devices, ACLs, keys, and DNS configurations directly from MCP clients like Claude Desktop or Raycast.

DALL-E MCP Server

An MCP (Model Context Protocol) server that allows generating, editing, and creating variations of images using OpenAI's DALL-E APIs.

OmniDocs MCP

An intelligent MCP server that enables AI agents to crawl, index, and semantically search official framework documentation using local RAG. It prevents hallucinations by providing precise, up-to-date documentation excerpts directly into the AI's context window.

Tability MCP Server

Enables AI assistants to manage OKRs, track goals, and update progress on the Tability platform using natural language. It provides 27 tools for interacting with plans, objectives, outcomes, initiatives, and workspace memberships via the Tability API.

kubevirt-mcp-server

KubeVirt를 위한 간단한 모델 컨텍스트 프로토콜 서버

MCP Google Analytics Server

Enables comprehensive integration with Google Analytics 4, allowing users to read analytics reports and send custom events through both the Data API and Measurement Protocol v2.

Poetry MCP Server

Manages poetry catalogs with state-based tracking, thematic connections via nexuses, quality scoring across 8 dimensions, and submission tracking to literary venues, treating poems as artifacts with metadata stored in markdown frontmatter.

MCP MySQL Server

Enables Claude Desktop to interact with MySQL databases through secure query execution, schema discovery, and multi-database support with configurable read/write permissions and built-in SQL injection protection.

MCP Vision Server

Provides advanced image analysis capabilities including object recognition, OCR text extraction, and multi-turn visual dialogues using OpenAI-compatible APIs. It supports both local files and Base64 inputs with additional features for session persistence and web-based configuration management.

MCP Brain Service

Enables character management and semantic search for the Auto-Movie application through WebSocket communication. Supports creating characters with personality/appearance descriptions and finding similar characters using natural language queries with embedding-based similarity matching.

Crypto Price & Market Analysis MCP Server

Provides comprehensive cryptocurrency analysis using the CoinCap API, offering real-time price data, market analysis across exchanges, and historical price trends for any cryptocurrency.

float-mcp

A community MCP server for float.com.

Vercel MCP Server

A Model Control Protocol server template deployed on Vercel that demonstrates MCP implementation with a dice rolling tool, serving as a foundation for building custom MCP servers.

Pokémcp

PokeAPI에 연결하여 포켓몬 정보를 제공하는 모델 컨텍스트 프로토콜 서버입니다. 사용자는 상세한 포켓몬 데이터를 쿼리하고, 랜덤 포켓몬을 발견하고, 지역 또는 타입별로 포켓몬을 찾을 수 있습니다.

Scientific Computation MCP

Enables mathematical and scientific computations including linear algebra operations (matrices, eigenvalues, decompositions), vector calculus (gradients, curl, divergence), and visualization of vector fields and functions.

Tailscale MCP Server

Provides seamless integration with Tailscale's CLI commands and REST API, enabling automated network management and monitoring through a standardized Model Context Protocol interface.

Facebook Ads Library MCP Server

Enables searching and analyzing Facebook's public ads library to see what companies are currently running, including ad images/text, video links, and campaign insights.

hh-jira-mcp-server

Claude AI 어시스턴트를 통해 사용자가 JIRA 작업 및 이슈와 상호 작용할 수 있도록 JIRA와 통합을 가능하게 하는 모델 컨텍스트 프로토콜 서버.

Todo List MCP Server

A TypeScript-based MCP server that enables users to manage tasks through natural conversation with Claude. Features complete CRUD operations, priority management, tagging, search functionality, and intelligent productivity insights with robust Zod validation.

Runware MCP Server

Enables lightning-fast AI image and video generation, upscaling, background removal, captioning, and masking through the Runware API with automatic model selection and comprehensive validation.

FastAPI MCP Server

A Model Context Protocol server that provides tools for introspecting and analyzing FastAPI applications, including route discovery, model schema extraction, and source code viewing. It enables users to explore API structures, generate documentation, and debug dependency injection hierarchies through natural language.